Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 5000 |
| Missing cells | 4273 |
| Missing cells (%) | 2.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.2 MiB |
| Average record size in memory | 248.0 B |
Variable types
| Numeric | 16 |
|---|---|
| Categorical | 13 |
| Boolean | 2 |
Supervisor ID has constant value "2140092" | Constant |
Emp Status has constant value "True" | Constant |
Emp Type has constant value "Fulltime" | Constant |
Required Hours has constant value "1920" | Constant |
Actual Hours has constant value "1920" | Constant |
Name has a high cardinality: 208 distinct values | High cardinality |
Hire Date has a high cardinality: 170 distinct values | High cardinality |
Datte of Birth has a high cardinality: 223 distinct values | High cardinality |
Level is highly overall correlated with Salary and 5 other fields | High correlation |
Salary is highly overall correlated with Level and 5 other fields | High correlation |
Salary Min is highly overall correlated with Level and 5 other fields | High correlation |
Salary Max is highly overall correlated with Level and 5 other fields | High correlation |
Pre-increment salary is highly overall correlated with Level and 5 other fields | High correlation |
Basic is highly overall correlated with Level and 5 other fields | High correlation |
Housing is highly overall correlated with Level and 5 other fields | High correlation |
Test is highly overall correlated with Promotion Eligibility | High correlation |
Promotion Eligibility is highly overall correlated with Test | High correlation |
Housing has 4273 (85.5%) missing values | Missing |
Test is uniformly distributed | Uniform |
Employee ID has unique values | Unique |
Unpaid Leave has 236 (4.7%) zeros | Zeros |
Reproduction
| Analysis started | 2023-06-28 05:08:06.683648 |
|---|---|
| Analysis finished | 2023-06-28 05:08:30.871315 |
| Duration | 24.19 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Employee ID
Real number (ℝ)
| Distinct | 5000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8817461.1 |
| Minimum | 306031 |
|---|---|
| Maximum | 9144832 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 306031 |
|---|---|
| 5-th percentile | 9140082.9 |
| Q1 | 9141082.8 |
| median | 9142332.5 |
| Q3 | 9143582.2 |
| 95-th percentile | 9144582.1 |
| Maximum | 9144832 |
| Range | 8838801 |
| Interquartile range (IQR) | 2499.5 |
Descriptive statistics
| Standard deviation | 1487720.8 |
|---|---|
| Coefficient of variation (CV) | 0.1687244 |
| Kurtosis | 17.322025 |
| Mean | 8817461.1 |
| Median Absolute Deviation (MAD) | 1250 |
| Skewness | -4.3822489 |
| Sum | 4.4087306 × 1010 |
| Variance | 2.2133132 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2140092 | 1 | < 0.1% |
| 9143163 | 1 | < 0.1% |
| 9143170 | 1 | < 0.1% |
| 9143169 | 1 | < 0.1% |
| 9143168 | 1 | < 0.1% |
| 9143167 | 1 | < 0.1% |
| 9143166 | 1 | < 0.1% |
| 9143165 | 1 | < 0.1% |
| 9143164 | 1 | < 0.1% |
| 9143162 | 1 | < 0.1% |
| Other values (4990) | 4990 |
| Value | Count | Frequency (%) |
| 306031 | 1 | |
| 312031 | 1 | |
| 313133 | 1 | |
| 314051 | 1 | |
| 314083 | 1 | |
| 316041 | 1 | |
| 316091 | 1 | |
| 508071 | 1 | |
| 1000002 | 1 | |
| 1020070 | 1 |
| Value | Count | Frequency (%) |
| 9144832 | 1 | |
| 9144831 | 1 | |
| 9144830 | 1 | |
| 9144829 | 1 | |
| 9144828 | 1 | |
| 9144827 | 1 | |
| 9144826 | 1 | |
| 9144825 | 1 | |
| 9144824 | 1 | |
| 9144823 | 1 |
Name
Categorical
| Distinct | 208 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.2 KiB |
| Mohammed Last Name | 108 |
|---|---|
| Mohamed Last Name | 107 |
| Abdul Last Name | 65 |
| Mohammad Last Name | 44 |
| Arun Last Name | 44 |
| Other values (203) |
Length
| Max length | 22 |
|---|---|
| Median length | 20 |
| Mean length | 16.095 |
| Min length | 11 |
Characters and Unicode
| Total characters | 80475 |
|---|---|
| Distinct characters | 52 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Anfas Last Name |
|---|---|
| 2nd row | Lennard Last Name |
| 3rd row | Edgardo Last Name |
| 4th row | Channa Last Name |
| 5th row | Linda Last Name |
Common Values
| Value | Count | Frequency (%) |
| Mohammed Last Name | 108 | 2.2% |
| Mohamed Last Name | 107 | 2.1% |
| Abdul Last Name | 65 | 1.3% |
| Mohammad Last Name | 44 | 0.9% |
| Arun Last Name | 44 | 0.9% |
| Francis Last Name | 44 | 0.9% |
| Shameer Last Name | 44 | 0.9% |
| Anil Last Name | 44 | 0.9% |
| Muhammed Last Name | 44 | 0.9% |
| Christine Last Name | 43 | 0.9% |
| Other values (198) | 4413 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| name | 5000 | |
| last | 5000 | |
| mohammed | 108 | 0.7% |
| mohamed | 107 | 0.7% |
| abdul | 65 | 0.4% |
| mohammad | 44 | 0.3% |
| arun | 44 | 0.3% |
| francis | 44 | 0.3% |
| shameer | 44 | 0.3% |
| anil | 44 | 0.3% |
| Other values (199) | 4500 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 14208 | |
| 10000 | ||
| e | 7792 | |
| m | 6516 | |
| s | 5955 | 7.4% |
| t | 5803 | 7.2% |
| N | 5171 | 6.4% |
| L | 5065 | 6.3% |
| h | 2013 | 2.5% |
| i | 1994 | 2.5% |
| Other values (42) | 15958 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 55160 | |
| Uppercase Letter | 15293 | 19.0% |
| Space Separator | 10000 | 12.4% |
| Other Punctuation | 22 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 14208 | |
| e | 7792 | |
| m | 6516 | |
| s | 5955 | |
| t | 5803 | |
| h | 2013 | 3.6% |
| i | 1994 | 3.6% |
| n | 1779 | 3.2% |
| r | 1625 | 2.9% |
| d | 1415 | 2.6% |
| Other values (16) | 6060 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 5171 | |
| L | 5065 | |
| A | 869 | 5.7% |
| M | 819 | 5.4% |
| S | 734 | 4.8% |
| R | 389 | 2.5% |
| J | 282 | 1.8% |
| I | 215 | 1.4% |
| H | 194 | 1.3% |
| B | 193 | 1.3% |
| Other values (14) | 1362 | 8.9% |
Space Separator
| Value | Count | Frequency (%) |
| 10000 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 22 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 70453 | |
| Common | 10022 | 12.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 14208 | |
| e | 7792 | |
| m | 6516 | |
| s | 5955 | |
| t | 5803 | |
| N | 5171 | 7.3% |
| L | 5065 | 7.2% |
| h | 2013 | 2.9% |
| i | 1994 | 2.8% |
| n | 1779 | 2.5% |
| Other values (40) | 14157 |
Common
| Value | Count | Frequency (%) |
| 10000 | ||
| . | 22 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 80475 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 14208 | |
| 10000 | ||
| e | 7792 | |
| m | 6516 | |
| s | 5955 | 7.4% |
| t | 5803 | 7.2% |
| N | 5171 | 6.4% |
| L | 5065 | 6.3% |
| h | 2013 | 2.5% |
| i | 1994 | 2.5% |
| Other values (42) | 15958 |
Title
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.2 KiB |
| Officer | |
|---|---|
| Executive | |
| Manger | |
| Assistant Manager | |
| Senior Manager |
Length
| Max length | 17 |
|---|---|
| Median length | 15 |
| Mean length | 9.1194 |
| Min length | 6 |
Characters and Unicode
| Total characters | 45597 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Manger |
|---|---|
| 2nd row | Officer |
| 3rd row | Executive |
| 4th row | Assistant Manager |
| 5th row | Senior Manager |
Common Values
| Value | Count | Frequency (%) |
| Officer | 1948 | |
| Executive | 1927 | |
| Manger | 282 | 5.6% |
| Assistant Manager | 281 | 5.6% |
| Senior Manager | 281 | 5.6% |
| Finance Manager | 281 | 5.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| officer | 1948 | |
| executive | 1927 | |
| manager | 843 | |
| manger | 282 | 4.8% |
| assistant | 281 | 4.8% |
| senior | 281 | 4.8% |
| finance | 281 | 4.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 7489 | |
| i | 4718 | |
| c | 4156 | 9.1% |
| f | 3896 | 8.5% |
| r | 3354 | 7.4% |
| a | 2530 | 5.5% |
| t | 2489 | 5.5% |
| n | 2249 | 4.9% |
| O | 1948 | 4.3% |
| v | 1927 | 4.2% |
| Other values (11) | 10841 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 38911 | |
| Uppercase Letter | 5843 | 12.8% |
| Space Separator | 843 | 1.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 7489 | |
| i | 4718 | |
| c | 4156 | |
| f | 3896 | |
| r | 3354 | |
| a | 2530 | 6.5% |
| t | 2489 | 6.4% |
| n | 2249 | 5.8% |
| v | 1927 | 5.0% |
| u | 1927 | 5.0% |
| Other values (4) | 4176 |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 1948 | |
| E | 1927 | |
| M | 1125 | |
| A | 281 | 4.8% |
| S | 281 | 4.8% |
| F | 281 | 4.8% |
Space Separator
| Value | Count | Frequency (%) |
| 843 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 44754 | |
| Common | 843 | 1.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 7489 | |
| i | 4718 | |
| c | 4156 | |
| f | 3896 | 8.7% |
| r | 3354 | 7.5% |
| a | 2530 | 5.7% |
| t | 2489 | 5.6% |
| n | 2249 | 5.0% |
| O | 1948 | 4.4% |
| v | 1927 | 4.3% |
| Other values (10) | 9998 |
Common
| Value | Count | Frequency (%) |
| 843 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 45597 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 7489 | |
| i | 4718 | |
| c | 4156 | 9.1% |
| f | 3896 | 8.5% |
| r | 3354 | 7.4% |
| a | 2530 | 5.5% |
| t | 2489 | 5.5% |
| n | 2249 | 4.9% |
| O | 1948 | 4.3% |
| v | 1927 | 4.2% |
| Other values (11) | 10841 |
Level
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4912 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.6960241 |
|---|---|
| Coefficient of variation (CV) | 0.68080609 |
| Kurtosis | 0.80129733 |
| Mean | 2.4912 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.1510849 |
| Sum | 12456 |
| Variance | 2.8764979 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 1 | 1987 | |
| 2 | 1066 | |
| 3 | 709 | 14.2% |
| 4 | 521 | 10.4% |
| 5 | 350 | 7.0% |
| 6 | 280 | 5.6% |
| 8 | 43 | 0.9% |
| 9 | 22 | 0.4% |
| 7 | 22 | 0.4% |
| Value | Count | Frequency (%) |
| 1 | 1987 | |
| 2 | 1066 | |
| 3 | 709 | 14.2% |
| 4 | 521 | 10.4% |
| 5 | 350 | 7.0% |
| 6 | 280 | 5.6% |
| 7 | 22 | 0.4% |
| 8 | 43 | 0.9% |
| 9 | 22 | 0.4% |
| Value | Count | Frequency (%) |
| 9 | 22 | 0.4% |
| 8 | 43 | 0.9% |
| 7 | 22 | 0.4% |
| 6 | 280 | 5.6% |
| 5 | 350 | 7.0% |
| 4 | 521 | 10.4% |
| 3 | 709 | 14.2% |
| 2 | 1066 | |
| 1 | 1987 |
Department
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.2 KiB |
| F&B | |
|---|---|
| Shared Services | |
| Technical | |
| Legal | |
| Civil |
Length
| Max length | 15 |
|---|---|
| Median length | 10 |
| Mean length | 7.628 |
| Min length | 3 |
Characters and Unicode
| Total characters | 38140 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Management |
|---|---|
| 2nd row | Shared Services |
| 3rd row | Shared Services |
| 4th row | Management |
| 5th row | Management |
Common Values
| Value | Count | Frequency (%) |
| F&B | 1832 | |
| Shared Services | 1378 | |
| Technical | 646 | 12.9% |
| Legal | 572 | 11.4% |
| Civil | 484 | 9.7% |
| Management | 88 | 1.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| f&b | 1832 | |
| shared | 1378 | |
| services | 1378 | |
| technical | 646 | 10.1% |
| legal | 572 | 9.0% |
| civil | 484 | 7.6% |
| management | 88 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 5528 | |
| i | 2992 | 7.8% |
| a | 2772 | 7.3% |
| S | 2756 | 7.2% |
| r | 2756 | 7.2% |
| c | 2670 | 7.0% |
| h | 2024 | 5.3% |
| v | 1862 | 4.9% |
| & | 1832 | 4.8% |
| F | 1832 | 4.8% |
| Other values (13) | 11116 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 26720 | |
| Uppercase Letter | 8210 | 21.5% |
| Other Punctuation | 1832 | 4.8% |
| Space Separator | 1378 | 3.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 5528 | |
| i | 2992 | |
| a | 2772 | |
| r | 2756 | |
| c | 2670 | |
| h | 2024 | 7.6% |
| v | 1862 | 7.0% |
| l | 1702 | 6.4% |
| d | 1378 | 5.2% |
| s | 1378 | 5.2% |
| Other values (4) | 1658 | 6.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 2756 | |
| F | 1832 | |
| B | 1832 | |
| T | 646 | 7.9% |
| L | 572 | 7.0% |
| C | 484 | 5.9% |
| M | 88 | 1.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 1832 |
Space Separator
| Value | Count | Frequency (%) |
| 1378 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 34930 | |
| Common | 3210 | 8.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 5528 | |
| i | 2992 | 8.6% |
| a | 2772 | 7.9% |
| S | 2756 | 7.9% |
| r | 2756 | 7.9% |
| c | 2670 | 7.6% |
| h | 2024 | 5.8% |
| v | 1862 | 5.3% |
| F | 1832 | 5.2% |
| B | 1832 | 5.2% |
| Other values (11) | 7906 |
Common
| Value | Count | Frequency (%) |
| & | 1832 | |
| 1378 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 38140 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 5528 | |
| i | 2992 | 7.8% |
| a | 2772 | 7.3% |
| S | 2756 | 7.2% |
| r | 2756 | 7.2% |
| c | 2670 | 7.0% |
| h | 2024 | 5.3% |
| v | 1862 | 4.9% |
| & | 1832 | 4.8% |
| F | 1832 | 4.8% |
| Other values (13) | 11116 |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.2 KiB |
| Female | |
|---|---|
| Male |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.0144 |
| Min length | 4 |
Characters and Unicode
| Total characters | 25072 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Female |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Female | 2536 | |
| Male | 2464 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 2536 | |
| male | 2464 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 7536 | |
| a | 5000 | |
| l | 5000 | |
| F | 2536 | 10.1% |
| m | 2536 | 10.1% |
| M | 2464 | 9.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 20072 | |
| Uppercase Letter | 5000 | 19.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 7536 | |
| a | 5000 | |
| l | 5000 | |
| m | 2536 | 12.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 2536 | |
| M | 2464 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 25072 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 7536 | |
| a | 5000 | |
| l | 5000 | |
| F | 2536 | 10.1% |
| m | 2536 | 10.1% |
| M | 2464 | 9.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25072 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 7536 | |
| a | 5000 | |
| l | 5000 | |
| F | 2536 | 10.1% |
| m | 2536 | 10.1% |
| M | 2464 | 9.8% |
Hire Date
Categorical
| Distinct | 170 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.2 KiB |
| 31-07-2016 | 212 |
|---|---|
| 16-07-2016 | 128 |
| 10-08-2016 | 126 |
| 23-07-2016 | 105 |
| 04-05-2016 | 88 |
| Other values (165) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 50000 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 04-01-2015 |
|---|---|
| 2nd row | 22-03-2015 |
| 3rd row | 01-06-2016 |
| 4th row | 15-05-2016 |
| 5th row | 01-09-2008 |
Common Values
| Value | Count | Frequency (%) |
| 31-07-2016 | 212 | 4.2% |
| 16-07-2016 | 128 | 2.6% |
| 10-08-2016 | 126 | 2.5% |
| 23-07-2016 | 105 | 2.1% |
| 04-05-2016 | 88 | 1.8% |
| 15-01-2013 | 88 | 1.8% |
| 21-01-2013 | 88 | 1.8% |
| 10-09-2016 | 84 | 1.7% |
| 11-02-2013 | 66 | 1.3% |
| 12-06-2016 | 66 | 1.3% |
| Other values (160) | 3949 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 31-07-2016 | 212 | 4.2% |
| 16-07-2016 | 128 | 2.6% |
| 10-08-2016 | 126 | 2.5% |
| 23-07-2016 | 105 | 2.1% |
| 04-05-2016 | 88 | 1.8% |
| 15-01-2013 | 88 | 1.8% |
| 21-01-2013 | 88 | 1.8% |
| 10-09-2016 | 84 | 1.7% |
| 26-06-2016 | 66 | 1.3% |
| 11-02-2013 | 66 | 1.3% |
| Other values (160) | 3949 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12249 | |
| - | 10000 | |
| 1 | 8851 | |
| 2 | 7590 | |
| 6 | 3247 | 6.5% |
| 7 | 1653 | 3.3% |
| 8 | 1577 | 3.2% |
| 3 | 1565 | 3.1% |
| 5 | 1291 | 2.6% |
| 4 | 1247 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40000 | |
| Dash Punctuation | 10000 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12249 | |
| 1 | 8851 | |
| 2 | 7590 | |
| 6 | 3247 | 8.1% |
| 7 | 1653 | 4.1% |
| 8 | 1577 | 3.9% |
| 3 | 1565 | 3.9% |
| 5 | 1291 | 3.2% |
| 4 | 1247 | 3.1% |
| 9 | 730 | 1.8% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 10000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 50000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12249 | |
| - | 10000 | |
| 1 | 8851 | |
| 2 | 7590 | |
| 6 | 3247 | 6.5% |
| 7 | 1653 | 3.3% |
| 8 | 1577 | 3.2% |
| 3 | 1565 | 3.1% |
| 5 | 1291 | 2.6% |
| 4 | 1247 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 50000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12249 | |
| - | 10000 | |
| 1 | 8851 | |
| 2 | 7590 | |
| 6 | 3247 | 6.5% |
| 7 | 1653 | 3.3% |
| 8 | 1577 | 3.2% |
| 3 | 1565 | 3.1% |
| 5 | 1291 | 2.6% |
| 4 | 1247 | 2.5% |
Tenure
Real number (ℝ)
| Distinct | 152 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.039628 |
| Minimum | 5.08 |
|---|---|
| Maximum | 22.61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 5.08 |
|---|---|
| 5-th percentile | 5.43 |
| Q1 | 6.83 |
| median | 7.13 |
| Q3 | 10.28 |
| 95-th percentile | 17.46 |
| Maximum | 22.61 |
| Range | 17.53 |
| Interquartile range (IQR) | 3.45 |
Descriptive statistics
| Standard deviation | 3.7395135 |
|---|---|
| Coefficient of variation (CV) | 0.41368002 |
| Kurtosis | 1.9049794 |
| Mean | 9.039628 |
| Median Absolute Deviation (MAD) | 0.73 |
| Skewness | 1.6448428 |
| Sum | 45198.14 |
| Variance | 13.983961 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.86 | 254 | 5.1% |
| 6.9 | 170 | 3.4% |
| 6.83 | 169 | 3.4% |
| 6.88 | 126 | 2.5% |
| 6.84 | 106 | 2.1% |
| 7.1 | 88 | 1.8% |
| 10.39 | 88 | 1.8% |
| 10.4 | 88 | 1.8% |
| 6.75 | 84 | 1.7% |
| 7.53 | 66 | 1.3% |
| Other values (142) | 3761 |
| Value | Count | Frequency (%) |
| 5.08 | 22 | |
| 5.11 | 22 | |
| 5.15 | 22 | |
| 5.25 | 22 | |
| 5.31 | 22 | |
| 5.32 | 22 | |
| 5.33 | 22 | |
| 5.34 | 22 | |
| 5.4 | 22 | |
| 5.41 | 44 |
| Value | Count | Frequency (%) |
| 22.61 | 21 | |
| 22.16 | 22 | |
| 21.82 | 21 | |
| 20.73 | 21 | |
| 18.53 | 22 | |
| 18.45 | 22 | |
| 18.36 | 21 | |
| 18.34 | 22 | |
| 18.1 | 22 | |
| 17.92 | 22 |
Supervisor ID
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.2 KiB |
| 2140092 |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 35000 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2140092 |
|---|---|
| 2nd row | 2140092 |
| 3rd row | 2140092 |
| 4th row | 2140092 |
| 5th row | 2140092 |
Common Values
| Value | Count | Frequency (%) |
| 2140092 | 5000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2140092 | 5000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 10000 | |
| 0 | 10000 | |
| 1 | 5000 | |
| 4 | 5000 | |
| 9 | 5000 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 35000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 10000 | |
| 0 | 10000 | |
| 1 | 5000 | |
| 4 | 5000 | |
| 9 | 5000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 35000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 10000 | |
| 0 | 10000 | |
| 1 | 5000 | |
| 4 | 5000 | |
| 9 | 5000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 35000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 10000 | |
| 0 | 10000 | |
| 1 | 5000 | |
| 4 | 5000 | |
| 9 | 5000 |
Performance Rating
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.2 KiB |
| 1 | |
|---|---|
| 3 | |
| 2 | |
| 5 | |
| 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5000 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1020 | |
| 3 | 1007 | |
| 2 | 999 | |
| 5 | 996 | |
| 4 | 978 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1020 | |
| 3 | 1007 | |
| 2 | 999 | |
| 5 | 996 | |
| 4 | 978 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1020 | |
| 3 | 1007 | |
| 2 | 999 | |
| 5 | 996 | |
| 4 | 978 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1020 | |
| 3 | 1007 | |
| 2 | 999 | |
| 5 | 996 | |
| 4 | 978 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1020 | |
| 3 | 1007 | |
| 2 | 999 | |
| 5 | 996 | |
| 4 | 978 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1020 | |
| 3 | 1007 | |
| 2 | 999 | |
| 5 | 996 | |
| 4 | 978 |
Salary
Real number (ℝ)
| Distinct | 78 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24803.653 |
| Minimum | 4251 |
|---|---|
| Maximum | 359183 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 4251 |
|---|---|
| 5-th percentile | 4783 |
| Q1 | 5668 |
| median | 9742 |
| Q3 | 21254 |
| 95-th percentile | 95641 |
| Maximum | 359183 |
| Range | 354932 |
| Interquartile range (IQR) | 15586 |
Descriptive statistics
| Standard deviation | 42165.562 |
|---|---|
| Coefficient of variation (CV) | 1.6999739 |
| Kurtosis | 23.225532 |
| Mean | 24803.653 |
| Median Absolute Deviation (MAD) | 4428 |
| Skewness | 4.3069751 |
| Sum | 1.2401826 × 108 |
| Variance | 1.7779346 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5314 | 596 | 11.9% |
| 10627 | 284 | 5.7% |
| 5668 | 242 | 4.8% |
| 7971 | 190 | 3.8% |
| 4605 | 176 | 3.5% |
| 4783 | 171 | 3.4% |
| 9565 | 169 | 3.4% |
| 17712 | 149 | 3.0% |
| 9742 | 132 | 2.6% |
| 8856 | 109 | 2.2% |
| Other values (68) | 2782 |
| Value | Count | Frequency (%) |
| 4251 | 44 | 0.9% |
| 4605 | 176 | 3.5% |
| 4783 | 171 | 3.4% |
| 5066 | 44 | 0.9% |
| 5314 | 596 | |
| 5580 | 43 | 0.9% |
| 5668 | 242 | |
| 5845 | 43 | 0.9% |
| 6040 | 44 | 0.9% |
| 6377 | 66 | 1.3% |
| Value | Count | Frequency (%) |
| 359183 | 21 | |
| 247957 | 22 | |
| 230246 | 16 | |
| 212535 | 21 | |
| 196350 | 6 | 0.1% |
| 196003 | 22 | |
| 159755 | 22 | |
| 127521 | 21 | |
| 123979 | 22 | |
| 118665 | 22 |
Salary Min
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20796.95 |
| Minimum | 5950 |
|---|---|
| Maximum | 232900 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 5950 |
|---|---|
| 5-th percentile | 5950 |
| Q1 | 5950 |
| median | 9350 |
| Q3 | 16150 |
| 95-th percentile | 85000 |
| Maximum | 232900 |
| Range | 226950 |
| Interquartile range (IQR) | 10200 |
Descriptive statistics
| Standard deviation | 31050.054 |
|---|---|
| Coefficient of variation (CV) | 1.49301 |
| Kurtosis | 21.956544 |
| Mean | 20796.95 |
| Median Absolute Deviation (MAD) | 3400 |
| Skewness | 4.1904982 |
| Sum | 1.0398475 × 108 |
| Variance | 9.6410587 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 5950 | 1987 | |
| 9350 | 1066 | |
| 16150 | 709 | 14.2% |
| 28050 | 521 | 10.4% |
| 43350 | 350 | 7.0% |
| 85000 | 280 | 5.6% |
| 232900 | 43 | 0.9% |
| 196350 | 22 | 0.4% |
| 128350 | 22 | 0.4% |
| Value | Count | Frequency (%) |
| 5950 | 1987 | |
| 9350 | 1066 | |
| 16150 | 709 | 14.2% |
| 28050 | 521 | 10.4% |
| 43350 | 350 | 7.0% |
| 85000 | 280 | 5.6% |
| 128350 | 22 | 0.4% |
| 196350 | 22 | 0.4% |
| 232900 | 43 | 0.9% |
| Value | Count | Frequency (%) |
| 232900 | 43 | 0.9% |
| 196350 | 22 | 0.4% |
| 128350 | 22 | 0.4% |
| 85000 | 280 | 5.6% |
| 43350 | 350 | 7.0% |
| 28050 | 521 | 10.4% |
| 16150 | 709 | 14.2% |
| 9350 | 1066 | |
| 5950 | 1987 |
Salary Max
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28137.05 |
| Minimum | 8050 |
|---|---|
| Maximum | 315100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 8050 |
|---|---|
| 5-th percentile | 8050 |
| Q1 | 8050 |
| median | 12650 |
| Q3 | 21850 |
| 95-th percentile | 115000 |
| Maximum | 315100 |
| Range | 307050 |
| Interquartile range (IQR) | 13800 |
Descriptive statistics
| Standard deviation | 42008.897 |
|---|---|
| Coefficient of variation (CV) | 1.49301 |
| Kurtosis | 21.956544 |
| Mean | 28137.05 |
| Median Absolute Deviation (MAD) | 4600 |
| Skewness | 4.1904982 |
| Sum | 1.4068525 × 108 |
| Variance | 1.7647474 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 8050 | 1987 | |
| 12650 | 1066 | |
| 21850 | 709 | 14.2% |
| 37950 | 521 | 10.4% |
| 58650 | 350 | 7.0% |
| 115000 | 280 | 5.6% |
| 315100 | 43 | 0.9% |
| 265650 | 22 | 0.4% |
| 173650 | 22 | 0.4% |
| Value | Count | Frequency (%) |
| 8050 | 1987 | |
| 12650 | 1066 | |
| 21850 | 709 | 14.2% |
| 37950 | 521 | 10.4% |
| 58650 | 350 | 7.0% |
| 115000 | 280 | 5.6% |
| 173650 | 22 | 0.4% |
| 265650 | 22 | 0.4% |
| 315100 | 43 | 0.9% |
| Value | Count | Frequency (%) |
| 315100 | 43 | 0.9% |
| 265650 | 22 | 0.4% |
| 173650 | 22 | 0.4% |
| 115000 | 280 | 5.6% |
| 58650 | 350 | 7.0% |
| 37950 | 521 | 10.4% |
| 21850 | 709 | 14.2% |
| 12650 | 1066 | |
| 8050 | 1987 |
Datte of Birth
Categorical
| Distinct | 223 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.2 KiB |
| 08-08-1987 | 64 |
|---|---|
| 17-01-1993 | 44 |
| 01-05-1989 | 44 |
| 14-01-1976 | 43 |
| 23-07-1988 | 43 |
| Other values (218) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 50000 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 11-01-1987 |
|---|---|
| 2nd row | 30-03-1980 |
| 3rd row | 08-06-1991 |
| 4th row | 21-05-1992 |
| 5th row | 09-09-1978 |
Common Values
| Value | Count | Frequency (%) |
| 08-08-1987 | 64 | 1.3% |
| 17-01-1993 | 44 | 0.9% |
| 01-05-1989 | 44 | 0.9% |
| 14-01-1976 | 43 | 0.9% |
| 23-07-1988 | 43 | 0.9% |
| 27-07-1976 | 42 | 0.8% |
| 22-07-1992 | 42 | 0.8% |
| 10-05-1984 | 22 | 0.4% |
| 15-03-1987 | 22 | 0.4% |
| 19-03-1970 | 22 | 0.4% |
| Other values (213) | 4612 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 08-08-1987 | 64 | 1.3% |
| 01-05-1989 | 44 | 0.9% |
| 17-01-1993 | 44 | 0.9% |
| 14-01-1976 | 43 | 0.9% |
| 23-07-1988 | 43 | 0.9% |
| 27-07-1976 | 42 | 0.8% |
| 22-07-1992 | 42 | 0.8% |
| 14-07-1971 | 22 | 0.4% |
| 09-03-1976 | 22 | 0.4% |
| 04-07-1993 | 22 | 0.4% |
| Other values (213) | 4612 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 10000 | |
| 1 | 9313 | |
| 9 | 7201 | |
| 0 | 6929 | |
| 8 | 3727 | 7.5% |
| 7 | 3678 | 7.4% |
| 2 | 3485 | 7.0% |
| 6 | 1604 | 3.2% |
| 3 | 1522 | 3.0% |
| 5 | 1371 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40000 | |
| Dash Punctuation | 10000 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9313 | |
| 9 | 7201 | |
| 0 | 6929 | |
| 8 | 3727 | |
| 7 | 3678 | 9.2% |
| 2 | 3485 | 8.7% |
| 6 | 1604 | 4.0% |
| 3 | 1522 | 3.8% |
| 5 | 1371 | 3.4% |
| 4 | 1170 | 2.9% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 10000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 50000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 10000 | |
| 1 | 9313 | |
| 9 | 7201 | |
| 0 | 6929 | |
| 8 | 3727 | 7.5% |
| 7 | 3678 | 7.4% |
| 2 | 3485 | 7.0% |
| 6 | 1604 | 3.2% |
| 3 | 1522 | 3.0% |
| 5 | 1371 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 50000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 10000 | |
| 1 | 9313 | |
| 9 | 7201 | |
| 0 | 6929 | |
| 8 | 3727 | 7.5% |
| 7 | 3678 | 7.4% |
| 2 | 3485 | 7.0% |
| 6 | 1604 | 3.2% |
| 3 | 1522 | 3.0% |
| 5 | 1371 | 2.7% |
Age
Real number (ℝ)
| Distinct | 216 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.19181 |
| Minimum | 26.82 |
|---|---|
| Maximum | 67.58 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 26.82 |
|---|---|
| 5-th percentile | 29.34 |
| Q1 | 35.59 |
| median | 42.81 |
| Q3 | 47.94 |
| 95-th percentile | 55.72 |
| Maximum | 67.58 |
| Range | 40.76 |
| Interquartile range (IQR) | 12.35 |
Descriptive statistics
| Standard deviation | 8.4674129 |
|---|---|
| Coefficient of variation (CV) | 0.20068854 |
| Kurtosis | -0.55881359 |
| Mean | 42.19181 |
| Median Absolute Deviation (MAD) | 6.43 |
| Skewness | 0.16018344 |
| Sum | 210959.05 |
| Variance | 71.69708 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 35.84 | 64 | 1.3% |
| 46.87 | 64 | 1.3% |
| 50.27 | 44 | 0.9% |
| 30.4 | 44 | 0.9% |
| 27.09 | 44 | 0.9% |
| 34.11 | 44 | 0.9% |
| 41.06 | 44 | 0.9% |
| 44.75 | 43 | 0.9% |
| 34.88 | 43 | 0.9% |
| 45.13 | 43 | 0.9% |
| Other values (206) | 4523 |
| Value | Count | Frequency (%) |
| 26.82 | 22 | |
| 26.85 | 21 | |
| 27.07 | 22 | |
| 27.09 | 44 | |
| 27.84 | 21 | |
| 28.19 | 22 | |
| 28.4 | 21 | |
| 28.42 | 22 | |
| 28.83 | 21 | |
| 28.84 | 22 |
| Value | Count | Frequency (%) |
| 67.58 | 21 | |
| 62.43 | 22 | |
| 61.86 | 22 | |
| 61.31 | 22 | |
| 60.13 | 22 | |
| 59.7 | 21 | |
| 58.89 | 22 | |
| 58.7 | 22 | |
| 57.91 | 21 | |
| 57.34 | 21 |
Emp Status
Boolean
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.0 KiB |
| True |
|---|
| Value | Count | Frequency (%) |
| True | 5000 |
Emp Type
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.2 KiB |
| Fulltime |
|---|
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 40000 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Fulltime |
|---|---|
| 2nd row | Fulltime |
| 3rd row | Fulltime |
| 4th row | Fulltime |
| 5th row | Fulltime |
Common Values
| Value | Count | Frequency (%) |
| Fulltime | 5000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| fulltime | 5000 |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 10000 | |
| F | 5000 | |
| u | 5000 | |
| t | 5000 | |
| i | 5000 | |
| m | 5000 | |
| e | 5000 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 35000 | |
| Uppercase Letter | 5000 | 12.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 10000 | |
| u | 5000 | |
| t | 5000 | |
| i | 5000 | |
| m | 5000 | |
| e | 5000 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 5000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 40000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 10000 | |
| F | 5000 | |
| u | 5000 | |
| t | 5000 | |
| i | 5000 | |
| m | 5000 | |
| e | 5000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 10000 | |
| F | 5000 | |
| u | 5000 | |
| t | 5000 | |
| i | 5000 | |
| m | 5000 | |
| e | 5000 |
Unpaid Leave
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.0326 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 236 |
| Zeros (%) | 4.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 19 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.0208959 |
|---|---|
| Coefficient of variation (CV) | 0.60013316 |
| Kurtosis | -1.2022859 |
| Mean | 10.0326 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.019615914 |
| Sum | 50163 |
| Variance | 36.251187 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 16 | 255 | 5.1% |
| 12 | 255 | 5.1% |
| 17 | 250 | 5.0% |
| 15 | 248 | 5.0% |
| 4 | 244 | 4.9% |
| 13 | 241 | 4.8% |
| 8 | 240 | 4.8% |
| 14 | 240 | 4.8% |
| 5 | 239 | 4.8% |
| 1 | 237 | 4.7% |
| Other values (11) | 2551 |
| Value | Count | Frequency (%) |
| 0 | 236 | |
| 1 | 237 | |
| 2 | 223 | |
| 3 | 235 | |
| 4 | 244 | |
| 5 | 239 | |
| 6 | 236 | |
| 7 | 237 | |
| 8 | 240 | |
| 9 | 237 |
| Value | Count | Frequency (%) |
| 20 | 221 | |
| 19 | 233 | |
| 18 | 233 | |
| 17 | 250 | |
| 16 | 255 | |
| 15 | 248 | |
| 14 | 240 | |
| 13 | 241 | |
| 12 | 255 | |
| 11 | 232 |
Required Hours
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.2 KiB |
| 1920 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 20000 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1920 |
|---|---|
| 2nd row | 1920 |
| 3rd row | 1920 |
| 4th row | 1920 |
| 5th row | 1920 |
Common Values
| Value | Count | Frequency (%) |
| 1920 | 5000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1920 | 5000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5000 | |
| 9 | 5000 | |
| 2 | 5000 | |
| 0 | 5000 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 5000 | |
| 9 | 5000 | |
| 2 | 5000 | |
| 0 | 5000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 20000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 5000 | |
| 9 | 5000 | |
| 2 | 5000 | |
| 0 | 5000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 5000 | |
| 9 | 5000 | |
| 2 | 5000 | |
| 0 | 5000 |
Actual Hours
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.2 KiB |
| 1920 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 20000 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1920 |
|---|---|
| 2nd row | 1920 |
| 3rd row | 1920 |
| 4th row | 1920 |
| 5th row | 1920 |
Common Values
| Value | Count | Frequency (%) |
| 1920 | 5000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1920 | 5000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5000 | |
| 9 | 5000 | |
| 2 | 5000 | |
| 0 | 5000 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 5000 | |
| 9 | 5000 | |
| 2 | 5000 | |
| 0 | 5000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 20000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 5000 | |
| 9 | 5000 | |
| 2 | 5000 | |
| 0 | 5000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 5000 | |
| 9 | 5000 | |
| 2 | 5000 | |
| 0 | 5000 |
Pre-increment salary
Real number (ℝ)
| Distinct | 77 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22360.028 |
| Minimum | 3826 |
|---|---|
| Maximum | 323265 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 3826 |
|---|---|
| 5-th percentile | 4305 |
| Q1 | 5101 |
| median | 8768 |
| Q3 | 19129 |
| 95-th percentile | 86077 |
| Maximum | 323265 |
| Range | 319439 |
| Interquartile range (IQR) | 14028 |
Descriptive statistics
| Standard deviation | 38112.315 |
|---|---|
| Coefficient of variation (CV) | 1.7044843 |
| Kurtosis | 23.104378 |
| Mean | 22360.028 |
| Median Absolute Deviation (MAD) | 3985 |
| Skewness | 4.306244 |
| Sum | 1.1180014 × 108 |
| Variance | 1.4525486 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4783 | 596 | 11.9% |
| 9564 | 284 | 5.7% |
| 5101 | 242 | 4.8% |
| 7174 | 190 | 3.8% |
| 4145 | 176 | 3.5% |
| 4305 | 171 | 3.4% |
| 8609 | 169 | 3.4% |
| 15941 | 149 | 3.0% |
| 8768 | 132 | 2.6% |
| 7970 | 109 | 2.2% |
| Other values (67) | 2782 |
| Value | Count | Frequency (%) |
| 3826 | 44 | 0.9% |
| 4145 | 176 | 3.5% |
| 4305 | 171 | 3.4% |
| 4559 | 44 | 0.9% |
| 4783 | 596 | |
| 5022 | 43 | 0.9% |
| 5101 | 242 | |
| 5261 | 43 | 0.9% |
| 5436 | 44 | 0.9% |
| 5739 | 66 | 1.3% |
| Value | Count | Frequency (%) |
| 323265 | 21 | |
| 223161 | 22 | |
| 207221 | 22 | |
| 191282 | 21 | |
| 176403 | 22 | |
| 143780 | 22 | |
| 114769 | 21 | |
| 111581 | 22 | |
| 106799 | 22 | |
| 102017 | 22 |
Test
Categorical
HIGH CORRELATION UNIFORM
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.2 KiB |
| BU2 | |
|---|---|
| BU3 | |
| BU4 | |
| BU5 | |
| BU6 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 15000 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BU2 |
|---|---|
| 2nd row | BU3 |
| 3rd row | BU4 |
| 4th row | BU5 |
| 5th row | BU6 |
Common Values
| Value | Count | Frequency (%) |
| BU2 | 834 | |
| BU3 | 834 | |
| BU4 | 833 | |
| BU5 | 833 | |
| BU6 | 833 | |
| BU1 | 833 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| bu2 | 834 | |
| bu3 | 834 | |
| bu4 | 833 | |
| bu5 | 833 | |
| bu6 | 833 | |
| bu1 | 833 |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 5000 | |
| U | 5000 | |
| 2 | 834 | 5.6% |
| 3 | 834 | 5.6% |
| 4 | 833 | 5.6% |
| 5 | 833 | 5.6% |
| 6 | 833 | 5.6% |
| 1 | 833 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 10000 | |
| Decimal Number | 5000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 834 | |
| 3 | 834 | |
| 4 | 833 | |
| 5 | 833 | |
| 6 | 833 | |
| 1 | 833 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 5000 | |
| U | 5000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10000 | |
| Common | 5000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 834 | |
| 3 | 834 | |
| 4 | 833 | |
| 5 | 833 | |
| 6 | 833 | |
| 1 | 833 |
Latin
| Value | Count | Frequency (%) |
| B | 5000 | |
| U | 5000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| B | 5000 | |
| U | 5000 | |
| 2 | 834 | 5.6% |
| 3 | 834 | 5.6% |
| 4 | 833 | 5.6% |
| 5 | 833 | 5.6% |
| 6 | 833 | 5.6% |
| 1 | 833 | 5.6% |
Promotion Eligibility
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 3750 | |
| True | 1250 | 25.0% |
Test2
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.2 KiB |
| Non-HiPO | |
|---|---|
| HiPO |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 6.1432 |
| Min length | 4 |
Characters and Unicode
| Total characters | 30716 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | HiPO |
|---|---|
| 2nd row | HiPO |
| 3rd row | Non-HiPO |
| 4th row | HiPO |
| 5th row | HiPO |
Common Values
| Value | Count | Frequency (%) |
| Non-HiPO | 2679 | |
| HiPO | 2321 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| non-hipo | 2679 | |
| hipo | 2321 |
Most occurring characters
| Value | Count | Frequency (%) |
| H | 5000 | |
| i | 5000 | |
| P | 5000 | |
| O | 5000 | |
| N | 2679 | |
| o | 2679 | |
| n | 2679 | |
| - | 2679 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 17679 | |
| Lowercase Letter | 10358 | |
| Dash Punctuation | 2679 | 8.7% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 5000 | |
| P | 5000 | |
| O | 5000 | |
| N | 2679 |
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 5000 | |
| o | 2679 | |
| n | 2679 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2679 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 28037 | |
| Common | 2679 | 8.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| H | 5000 | |
| i | 5000 | |
| P | 5000 | |
| O | 5000 | |
| N | 2679 | |
| o | 2679 | |
| n | 2679 |
Common
| Value | Count | Frequency (%) |
| - | 2679 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 30716 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| H | 5000 | |
| i | 5000 | |
| P | 5000 | |
| O | 5000 | |
| N | 2679 | |
| o | 2679 | |
| n | 2679 | |
| - | 2679 |
Retention
Real number (ℝ)
| Distinct | 4579 |
|---|---|
| Distinct (%) | 91.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15546.519 |
| Minimum | 1911 |
|---|---|
| Maximum | 47441 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 1911 |
|---|---|
| 5-th percentile | 3349.95 |
| Q1 | 8797 |
| median | 15479 |
| Q3 | 22296.75 |
| 95-th percentile | 27639.35 |
| Maximum | 47441 |
| Range | 45530 |
| Interquartile range (IQR) | 13499.75 |
Descriptive statistics
| Standard deviation | 7819.6667 |
|---|---|
| Coefficient of variation (CV) | 0.50298506 |
| Kurtosis | -1.0946384 |
| Mean | 15546.519 |
| Median Absolute Deviation (MAD) | 6742.5 |
| Skewness | 0.035988042 |
| Sum | 77732595 |
| Variance | 61147188 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 11913 | 4 | 0.1% |
| 21771 | 3 | 0.1% |
| 18358 | 3 | 0.1% |
| 8745 | 3 | 0.1% |
| 5451 | 3 | 0.1% |
| 19776 | 3 | 0.1% |
| 22896 | 3 | 0.1% |
| 23554 | 3 | 0.1% |
| 13862 | 3 | 0.1% |
| 6123 | 3 | 0.1% |
| Other values (4569) | 4969 |
| Value | Count | Frequency (%) |
| 1911 | 1 | |
| 1916 | 1 | |
| 1918 | 1 | |
| 1919 | 1 | |
| 1921 | 1 | |
| 1932 | 1 | |
| 1939 | 1 | |
| 1948 | 1 | |
| 1950 | 1 | |
| 1956 | 1 |
| Value | Count | Frequency (%) |
| 47441 | 1 | |
| 40494 | 1 | |
| 39632 | 1 | |
| 38451 | 1 | |
| 38445 | 1 | |
| 37562 | 1 | |
| 37478 | 1 | |
| 34860 | 1 | |
| 28999 | 1 | |
| 28998 | 1 |
PLA
Real number (ℝ)
| Distinct | 4555 |
|---|---|
| Distinct (%) | 91.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15485.848 |
| Minimum | 1909 |
|---|---|
| Maximum | 95853 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 1909 |
|---|---|
| 5-th percentile | 3295.65 |
| Q1 | 8667.5 |
| median | 15231 |
| Q3 | 22173.25 |
| 95-th percentile | 27610.5 |
| Maximum | 95853 |
| Range | 93944 |
| Interquartile range (IQR) | 13505.75 |
Descriptive statistics
| Standard deviation | 8248.2591 |
|---|---|
| Coefficient of variation (CV) | 0.53263206 |
| Kurtosis | 6.0678869 |
| Mean | 15485.848 |
| Median Absolute Deviation (MAD) | 6758 |
| Skewness | 0.87900139 |
| Sum | 77429239 |
| Variance | 68033778 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 25121 | 4 | 0.1% |
| 12889 | 4 | 0.1% |
| 24610 | 3 | 0.1% |
| 10682 | 3 | 0.1% |
| 9329 | 3 | 0.1% |
| 23832 | 3 | 0.1% |
| 15139 | 3 | 0.1% |
| 2042 | 3 | 0.1% |
| 24964 | 3 | 0.1% |
| 11803 | 3 | 0.1% |
| Other values (4545) | 4968 |
| Value | Count | Frequency (%) |
| 1909 | 1 | |
| 1911 | 2 | |
| 1917 | 1 | |
| 1919 | 1 | |
| 1922 | 1 | |
| 1932 | 1 | |
| 1942 | 1 | |
| 1955 | 1 | |
| 1968 | 1 | |
| 1973 | 1 |
| Value | Count | Frequency (%) |
| 95853 | 1 | |
| 91646 | 1 | |
| 87288 | 1 | |
| 86652 | 1 | |
| 83298 | 1 | |
| 75103 | 1 | |
| 73044 | 1 | |
| 54064 | 1 | |
| 49926 | 1 | |
| 43553 | 1 |
PFactor
Real number (ℝ)
| Distinct | 159 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.758 |
| Minimum | 0 |
|---|---|
| Maximum | 158 |
| Zeros | 40 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 38 |
| median | 79 |
| Q3 | 118 |
| 95-th percentile | 150 |
| Maximum | 158 |
| Range | 158 |
| Interquartile range (IQR) | 80 |
Descriptive statistics
| Standard deviation | 45.960721 |
|---|---|
| Coefficient of variation (CV) | 0.58356893 |
| Kurtosis | -1.21184 |
| Mean | 78.758 |
| Median Absolute Deviation (MAD) | 40 |
| Skewness | -0.0080823705 |
| Sum | 393790 |
| Variance | 2112.3879 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 148 | 45 | 0.9% |
| 100 | 41 | 0.8% |
| 150 | 41 | 0.8% |
| 95 | 41 | 0.8% |
| 20 | 41 | 0.8% |
| 0 | 40 | 0.8% |
| 29 | 40 | 0.8% |
| 13 | 40 | 0.8% |
| 30 | 40 | 0.8% |
| 15 | 40 | 0.8% |
| Other values (149) | 4591 |
| Value | Count | Frequency (%) |
| 0 | 40 | |
| 1 | 33 | |
| 2 | 25 | |
| 3 | 25 | |
| 4 | 36 | |
| 5 | 38 | |
| 6 | 34 | |
| 7 | 33 | |
| 8 | 33 | |
| 9 | 30 |
| Value | Count | Frequency (%) |
| 158 | 27 | |
| 157 | 23 | |
| 156 | 31 | |
| 155 | 22 | |
| 154 | 35 | |
| 153 | 30 | |
| 152 | 33 | |
| 151 | 27 | |
| 150 | 41 | |
| 149 | 36 |
Equity
Real number (ℝ)
| Distinct | 4849 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59791.786 |
| Minimum | 20007 |
|---|---|
| Maximum | 99992 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 20007 |
|---|---|
| 5-th percentile | 24051.4 |
| Q1 | 40109.5 |
| median | 59869.5 |
| Q3 | 79493 |
| 95-th percentile | 96119 |
| Maximum | 99992 |
| Range | 79985 |
| Interquartile range (IQR) | 39383.5 |
Descriptive statistics
| Standard deviation | 23020.259 |
|---|---|
| Coefficient of variation (CV) | 0.38500705 |
| Kurtosis | -1.1955878 |
| Mean | 59791.786 |
| Median Absolute Deviation (MAD) | 19665.5 |
| Skewness | 0.0099403875 |
| Sum | 2.9895893 × 108 |
| Variance | 5.2993232 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 53455 | 3 | 0.1% |
| 52479 | 3 | 0.1% |
| 41840 | 2 | < 0.1% |
| 76539 | 2 | < 0.1% |
| 94765 | 2 | < 0.1% |
| 37207 | 2 | < 0.1% |
| 33031 | 2 | < 0.1% |
| 60316 | 2 | < 0.1% |
| 20933 | 2 | < 0.1% |
| 41941 | 2 | < 0.1% |
| Other values (4839) | 4978 |
| Value | Count | Frequency (%) |
| 20007 | 1 | |
| 20023 | 1 | |
| 20024 | 1 | |
| 20033 | 1 | |
| 20042 | 1 | |
| 20045 | 1 | |
| 20064 | 1 | |
| 20084 | 1 | |
| 20109 | 1 | |
| 20158 | 1 |
| Value | Count | Frequency (%) |
| 99992 | 1 | |
| 99986 | 1 | |
| 99977 | 1 | |
| 99972 | 1 | |
| 99971 | 1 | |
| 99957 | 1 | |
| 99943 | 1 | |
| 99924 | 1 | |
| 99923 | 1 | |
| 99920 | 1 |
Health
Real number (ℝ)
| Distinct | 4844 |
|---|---|
| Distinct (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59454.576 |
| Minimum | 20001 |
|---|---|
| Maximum | 100000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 20001 |
|---|---|
| 5-th percentile | 24034.95 |
| Q1 | 39726.25 |
| median | 59417 |
| Q3 | 79209.5 |
| 95-th percentile | 95315.2 |
| Maximum | 100000 |
| Range | 79999 |
| Interquartile range (IQR) | 39483.25 |
Descriptive statistics
| Standard deviation | 22806.915 |
|---|---|
| Coefficient of variation (CV) | 0.38360235 |
| Kurtosis | -1.1981451 |
| Mean | 59454.576 |
| Median Absolute Deviation (MAD) | 19750 |
| Skewness | -0.0016517779 |
| Sum | 2.9727288 × 108 |
| Variance | 5.2015537 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 53935 | 3 | 0.1% |
| 52268 | 3 | 0.1% |
| 23645 | 3 | 0.1% |
| 91101 | 3 | 0.1% |
| 70571 | 3 | 0.1% |
| 31580 | 3 | 0.1% |
| 60937 | 2 | < 0.1% |
| 93288 | 2 | < 0.1% |
| 21120 | 2 | < 0.1% |
| 75397 | 2 | < 0.1% |
| Other values (4834) | 4974 |
| Value | Count | Frequency (%) |
| 20001 | 1 | |
| 20077 | 1 | |
| 20081 | 1 | |
| 20085 | 1 | |
| 20110 | 1 | |
| 20133 | 1 | |
| 20147 | 2 | |
| 20162 | 1 | |
| 20170 | 1 | |
| 20171 | 2 |
| Value | Count | Frequency (%) |
| 100000 | 1 | |
| 99970 | 1 | |
| 99939 | 1 | |
| 99935 | 1 | |
| 99919 | 1 | |
| 99913 | 1 | |
| 99911 | 1 | |
| 99905 | 1 | |
| 99879 | 1 | |
| 99864 | 1 |
Basic
Real number (ℝ)
| Distinct | 77 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14906.576 |
| Minimum | 2551 |
|---|---|
| Maximum | 215510 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 2551 |
|---|---|
| 5-th percentile | 2870 |
| Q1 | 3401 |
| median | 5845 |
| Q3 | 12752 |
| 95-th percentile | 57385 |
| Maximum | 215510 |
| Range | 212959 |
| Interquartile range (IQR) | 9351 |
Descriptive statistics
| Standard deviation | 25408.249 |
|---|---|
| Coefficient of variation (CV) | 1.7044994 |
| Kurtosis | 23.104318 |
| Mean | 14906.576 |
| Median Absolute Deviation (MAD) | 2657 |
| Skewness | 4.3062375 |
| Sum | 74532878 |
| Variance | 6.4557911 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3188 | 596 | 11.9% |
| 6376 | 284 | 5.7% |
| 3401 | 242 | 4.8% |
| 4783 | 190 | 3.8% |
| 2763 | 176 | 3.5% |
| 2870 | 171 | 3.4% |
| 5739 | 169 | 3.4% |
| 10627 | 149 | 3.0% |
| 5845 | 132 | 2.6% |
| 5314 | 109 | 2.2% |
| Other values (67) | 2782 |
| Value | Count | Frequency (%) |
| 2551 | 44 | 0.9% |
| 2763 | 176 | 3.5% |
| 2870 | 171 | 3.4% |
| 3040 | 44 | 0.9% |
| 3188 | 596 | |
| 3348 | 43 | 0.9% |
| 3401 | 242 | |
| 3507 | 43 | 0.9% |
| 3624 | 44 | 0.9% |
| 3826 | 66 | 1.3% |
| Value | Count | Frequency (%) |
| 215510 | 21 | |
| 148774 | 22 | |
| 138148 | 22 | |
| 127521 | 21 | |
| 117602 | 22 | |
| 95853 | 22 | |
| 76513 | 21 | |
| 74387 | 22 | |
| 71199 | 22 | |
| 68011 | 22 |
Housing
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 77 |
|---|---|
| Distinct (%) | 10.6% |
| Missing | 4273 |
| Missing (%) | 85.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10451.832 |
| Minimum | 1700 |
|---|---|
| Maximum | 143673 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 1700 |
|---|---|
| 5-th percentile | 1913 |
| Q1 | 2267 |
| median | 3968 |
| Q3 | 9918 |
| 95-th percentile | 42507 |
| Maximum | 143673 |
| Range | 141973 |
| Interquartile range (IQR) | 7651 |
Descriptive statistics
| Standard deviation | 17654.769 |
|---|---|
| Coefficient of variation (CV) | 1.6891554 |
| Kurtosis | 20.163647 |
| Mean | 10451.832 |
| Median Absolute Deviation (MAD) | 1842 |
| Skewness | 4.0563752 |
| Sum | 7598482 |
| Variance | 3.1169086 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2126 | 84 | 1.7% |
| 4251 | 39 | 0.8% |
| 2267 | 34 | 0.7% |
| 3188 | 28 | 0.6% |
| 1842 | 24 | 0.5% |
| 1913 | 24 | 0.5% |
| 3826 | 24 | 0.5% |
| 7085 | 22 | 0.4% |
| 14169 | 18 | 0.4% |
| 3897 | 18 | 0.4% |
| Other values (67) | 412 | 8.2% |
| (Missing) | 4273 |
| Value | Count | Frequency (%) |
| 1700 | 7 | 0.1% |
| 1842 | 24 | 0.5% |
| 1913 | 24 | 0.5% |
| 2026 | 6 | 0.1% |
| 2126 | 84 | |
| 2232 | 7 | 0.1% |
| 2267 | 34 | |
| 2338 | 6 | 0.1% |
| 2416 | 6 | 0.1% |
| 2551 | 9 | 0.2% |
| Value | Count | Frequency (%) |
| 143673 | 3 | |
| 99183 | 4 | |
| 92098 | 4 | |
| 85014 | 3 | |
| 78401 | 4 | |
| 63902 | 4 | |
| 51008 | 3 | |
| 49592 | 3 | |
| 47466 | 3 | |
| 45341 | 4 |
| Employee ID | Level | Tenure | Salary | Salary Min | Salary Max | Age | Unpaid Leave | Pre-increment salary | Retention | PLA | PFactor | Equity | Health | Basic | Housing | Title | Department | Gender | Performance Rating | Test | Promotion Eligibility | Test2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Employee ID | 1.000 | -0.007 | 0.007 | -0.002 | -0.007 | -0.007 | 0.010 | -0.009 | -0.002 | -0.003 | -0.023 | -0.011 | 0.027 | 0.023 | -0.002 | 0.028 | 0.000 | 0.062 | 0.019 | 0.000 | 0.000 | 0.000 | 0.122 |
| Level | -0.007 | 1.000 | 0.037 | 0.821 | 1.000 | 1.000 | -0.047 | 0.006 | 0.821 | -0.009 | -0.005 | 0.035 | 0.012 | 0.014 | 0.821 | 0.835 | 0.198 | 0.305 | 0.097 | 0.000 | 0.104 | 0.000 | 0.000 |
| Tenure | 0.007 | 0.037 | 1.000 | 0.023 | 0.037 | 0.037 | 0.393 | -0.011 | 0.023 | 0.002 | -0.011 | 0.002 | -0.001 | 0.008 | 0.023 | 0.039 | 0.202 | 0.410 | 0.223 | 0.000 | 0.095 | 0.000 | 0.000 |
| Salary | -0.002 | 0.821 | 0.023 | 1.000 | 0.821 | 0.821 | -0.050 | -0.004 | 1.000 | 0.002 | -0.004 | 0.034 | -0.007 | 0.017 | 1.000 | 1.000 | 0.196 | 0.199 | 0.157 | 0.000 | 0.080 | 0.000 | 0.000 |
| Salary Min | -0.007 | 1.000 | 0.037 | 0.821 | 1.000 | 1.000 | -0.047 | 0.006 | 0.821 | -0.009 | -0.005 | 0.035 | 0.012 | 0.014 | 0.821 | 0.835 | 0.165 | 0.202 | 0.081 | 0.011 | 0.095 | 0.000 | 0.000 |
| Salary Max | -0.007 | 1.000 | 0.037 | 0.821 | 1.000 | 1.000 | -0.047 | 0.006 | 0.821 | -0.009 | -0.005 | 0.035 | 0.012 | 0.014 | 0.821 | 0.835 | 0.165 | 0.202 | 0.081 | 0.011 | 0.095 | 0.000 | 0.000 |
| Age | 0.010 | -0.047 | 0.393 | -0.050 | -0.047 | -0.047 | 1.000 | -0.027 | -0.050 | 0.001 | 0.003 | -0.009 | -0.008 | 0.032 | -0.050 | -0.060 | 0.206 | 0.243 | 0.166 | 0.000 | 0.097 | 0.000 | 0.000 |
| Unpaid Leave | -0.009 | 0.006 | -0.011 | -0.004 | 0.006 | 0.006 | -0.027 | 1.000 | -0.004 | -0.017 | -0.006 | 0.008 | -0.023 | -0.003 | -0.004 | -0.024 | 0.000 | 0.033 | 0.045 | 0.000 | 0.015 | 0.000 | 0.000 |
| Pre-increment salary | -0.002 | 0.821 | 0.023 | 1.000 | 0.821 | 0.821 | -0.050 | -0.004 | 1.000 | 0.002 | -0.004 | 0.034 | -0.007 | 0.017 | 1.000 | 1.000 | 0.202 | 0.203 | 0.157 | 0.000 | 0.082 | 0.000 | 0.000 |
| Retention | -0.003 | -0.009 | 0.002 | 0.002 | -0.009 | -0.009 | 0.001 | -0.017 | 0.002 | 1.000 | 0.009 | 0.008 | 0.015 | -0.005 | 0.002 | 0.054 | 0.000 | 0.062 | 0.042 | 0.000 | 0.000 | 0.015 | 0.000 |
| PLA | -0.023 | -0.005 | -0.011 | -0.004 | -0.005 | -0.005 | 0.003 | -0.006 | -0.004 | 0.009 | 1.000 | -0.002 | 0.024 | 0.007 | -0.004 | 0.040 | 0.000 | 0.038 | 0.032 | 0.000 | 0.000 | 0.021 | 0.013 |
| PFactor | -0.011 | 0.035 | 0.002 | 0.034 | 0.035 | 0.035 | -0.009 | 0.008 | 0.034 | 0.008 | -0.002 | 1.000 | 0.012 | -0.003 | 0.034 | 0.085 | 0.010 | 0.000 | 0.000 | 0.008 | 0.000 | 0.007 | 0.000 |
| Equity | 0.027 | 0.012 | -0.001 | -0.007 | 0.012 | 0.012 | -0.008 | -0.023 | -0.007 | 0.015 | 0.024 | 0.012 | 1.000 | -0.014 | -0.007 | -0.002 | 0.032 | 0.000 | 0.000 | 0.020 | 0.000 | 0.004 | 0.000 |
| Health | 0.023 | 0.014 | 0.008 | 0.017 | 0.014 | 0.014 | 0.032 | -0.003 | 0.017 | -0.005 | 0.007 | -0.003 | -0.014 | 1.000 | 0.017 | -0.012 | 0.000 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Basic | -0.002 | 0.821 | 0.023 | 1.000 | 0.821 | 0.821 | -0.050 | -0.004 | 1.000 | 0.002 | -0.004 | 0.034 | -0.007 | 0.017 | 1.000 | 1.000 | 0.202 | 0.203 | 0.157 | 0.000 | 0.082 | 0.000 | 0.000 |
| Housing | 0.028 | 0.835 | 0.039 | 1.000 | 0.835 | 0.835 | -0.060 | -0.024 | 1.000 | 0.054 | 0.040 | 0.085 | -0.002 | -0.012 | 1.000 | 1.000 | 0.194 | 0.187 | 0.129 | 0.033 | 0.044 | 0.000 | 0.000 |
| Title | 0.000 | 0.198 | 0.202 | 0.196 | 0.165 | 0.165 | 0.206 | 0.000 | 0.202 | 0.000 | 0.000 | 0.010 | 0.032 | 0.000 | 0.202 | 0.194 | 1.000 | 0.113 | 0.161 | 0.000 | 0.295 | 0.000 | 0.000 |
| Department | 0.062 | 0.305 | 0.410 | 0.199 | 0.202 | 0.202 | 0.243 | 0.033 | 0.203 | 0.062 | 0.038 | 0.000 | 0.000 | 0.025 | 0.203 | 0.187 | 0.113 | 1.000 | 0.116 | 0.017 | 0.055 | 0.000 | 0.000 |
| Gender | 0.019 | 0.097 | 0.223 | 0.157 | 0.081 | 0.081 | 0.166 | 0.045 | 0.157 | 0.042 | 0.032 | 0.000 | 0.000 | 0.000 | 0.157 | 0.129 | 0.161 | 0.116 | 1.000 | 0.000 | 0.078 | 0.000 | 0.000 |
| Performance Rating | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.020 | 0.000 | 0.000 | 0.033 | 0.000 | 0.017 | 0.000 | 1.000 | 0.000 | 0.000 | 0.010 |
| Test | 0.000 | 0.104 | 0.095 | 0.080 | 0.095 | 0.095 | 0.097 | 0.015 | 0.082 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.082 | 0.044 | 0.295 | 0.055 | 0.078 | 0.000 | 1.000 | 0.577 | 0.308 |
| Promotion Eligibility | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.021 | 0.007 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.577 | 1.000 | 0.178 |
| Test2 | 0.122 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.308 | 0.178 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Employee ID | Name | Title | Level | Department | Gender | Hire Date | Tenure | Supervisor ID | Performance Rating | Salary | Salary Min | Salary Max | Datte of Birth | Age | Emp Status | Emp Type | Unpaid Leave | Required Hours | Actual Hours | Pre-increment salary | Test | Promotion Eligibility | Test2 | Retention | PLA | PFactor | Equity | Health | Basic | Housing | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2140092 | Anfas Last Name | Manger | 5 | Management | Female | 04-01-2015 | 8.43 | 2140092 | 4 | 46050 | 43350 | 58650 | 11-01-1987 | 36.41 | Yes | Fulltime | 7 | 1920 | 1920 | 41445 | BU2 | No | HiPO | 27475 | 87288 | 16 | 75145 | 42934 | 27630 | 18420.0 |
| 1 | 2150027 | Lennard Last Name | Officer | 9 | Shared Services | Male | 22-03-2015 | 8.22 | 2140092 | 1 | 230246 | 196350 | 265650 | 30-03-1980 | 43.19 | Yes | Fulltime | 8 | 1920 | 1920 | 207221 | BU3 | No | HiPO | 27290 | 95853 | 66 | 96763 | 63673 | 138148 | 92098.0 |
| 2 | 2160393 | Edgardo Last Name | Executive | 4 | Shared Services | Male | 01-06-2016 | 7.03 | 2140092 | 2 | 35423 | 28050 | 37950 | 08-06-1991 | 32.01 | Yes | Fulltime | 3 | 1920 | 1920 | 31881 | BU4 | No | Non-HiPO | 23331 | 86652 | 77 | 91727 | 39376 | 21254 | 14169.0 |
| 3 | 2160353 | Channa Last Name | Assistant Manager | 4 | Management | Female | 15-05-2016 | 7.07 | 2140092 | 1 | 21254 | 28050 | 37950 | 21-05-1992 | 31.05 | Yes | Fulltime | 10 | 1920 | 1920 | 19129 | BU5 | Yes | HiPO | 37478 | 49926 | 77 | 94627 | 51561 | 12752 | 8502.0 |
| 4 | 2080025 | Linda Last Name | Senior Manager | 4 | Management | Female | 01-09-2008 | 14.78 | 2140092 | 4 | 35423 | 28050 | 37950 | 09-09-1978 | 44.75 | Yes | Fulltime | 5 | 1920 | 1920 | 31881 | BU6 | No | HiPO | 37562 | 29999 | 6 | 32141 | 84046 | 21254 | 14169.0 |
| 5 | 2150066 | Mairaj Last Name | Finance Manager | 6 | Shared Services | Male | 17-05-2015 | 8.06 | 2140092 | 1 | 159755 | 85000 | 115000 | 23-05-1991 | 32.05 | Yes | Fulltime | 20 | 1920 | 1920 | 143780 | BU1 | No | HiPO | 23952 | 75103 | 131 | 63945 | 40694 | 95853 | 63902.0 |
| 6 | 2150158 | Ajay Last Name | Officer | 6 | Shared Services | Female | 29-11-2015 | 7.53 | 2140092 | 5 | 70845 | 85000 | 115000 | 06-12-1984 | 38.51 | Yes | Fulltime | 4 | 1920 | 1920 | 63761 | BU2 | No | Non-HiPO | 40494 | 91646 | 54 | 22421 | 83359 | 42507 | 28338.0 |
| 7 | 2160183 | Subramaniya Last Name | Executive | 6 | Shared Services | Male | 27-03-2016 | 7.20 | 2140092 | 3 | 106268 | 85000 | 115000 | 02-04-1995 | 28.19 | Yes | Fulltime | 11 | 1920 | 1920 | 95641 | BU3 | Yes | HiPO | 39632 | 31053 | 104 | 34045 | 66301 | 63761 | 42507.0 |
| 8 | 2160252 | Rahul Last Name | Officer | 5 | Shared Services | Male | 24-04-2016 | 7.13 | 2140092 | 5 | 53134 | 43350 | 58650 | 01-05-1989 | 34.11 | Yes | Fulltime | 10 | 1920 | 1920 | 47821 | BU4 | No | HiPO | 47441 | 83298 | 124 | 44600 | 62769 | 31880 | 21254.0 |
| 9 | 2160270 | Muhammed Last Name | Executive | 4 | Management | Male | 04-05-2016 | 7.10 | 2140092 | 5 | 33652 | 28050 | 37950 | 11-05-1991 | 32.08 | Yes | Fulltime | 4 | 1920 | 1920 | 30287 | BU5 | No | HiPO | 38451 | 27872 | 153 | 79292 | 38289 | 20191 | 13461.0 |
| Employee ID | Name | Title | Level | Department | Gender | Hire Date | Tenure | Supervisor ID | Performance Rating | Salary | Salary Min | Salary Max | Datte of Birth | Age | Emp Status | Emp Type | Unpaid Leave | Required Hours | Actual Hours | Pre-increment salary | Test | Promotion Eligibility | Test2 | Retention | PLA | PFactor | Equity | Health | Basic | Housing | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4990 | 9144823 | Arun Last Name | Executive | 1 | F&B | Male | 26-06-2016 | 6.96 | 2140092 | 4 | 5314 | 5950 | 8050 | 06-07-1977 | 45.93 | Yes | Fulltime | 3 | 1920 | 1920 | 4783 | BU6 | No | Non-HiPO | 14434 | 27620 | 139 | 74490 | 45652 | 3188 | NaN |
| 4991 | 9144824 | Timothy Last Name | Officer | 1 | F&B | Male | 28-06-2016 | 6.95 | 2140092 | 1 | 4783 | 5950 | 8050 | 04-07-1993 | 29.93 | Yes | Fulltime | 16 | 1920 | 1920 | 4305 | BU1 | Yes | Non-HiPO | 24868 | 24846 | 53 | 35549 | 76958 | 2870 | NaN |
| 4992 | 9144825 | Ken Last Name | Executive | 4 | Shared Services | Female | 28-06-2016 | 6.95 | 2140092 | 1 | 24796 | 28050 | 37950 | 09-07-1973 | 49.92 | Yes | Fulltime | 18 | 1920 | 1920 | 22316 | BU2 | No | Non-HiPO | 3259 | 22369 | 74 | 73726 | 97399 | 14878 | NaN |
| 4993 | 9144826 | Tentus Last Name | Officer | 1 | F&B | Male | 02-07-2016 | 6.94 | 2140092 | 3 | 5314 | 5950 | 8050 | 14-07-1971 | 51.91 | Yes | Fulltime | 10 | 1920 | 1920 | 4783 | BU3 | No | Non-HiPO | 15462 | 22954 | 49 | 27862 | 88386 | 3188 | NaN |
| 4994 | 9144827 | Flowrens Last Name | Executive | 1 | F&B | Male | 02-07-2016 | 6.94 | 2140092 | 4 | 5314 | 5950 | 8050 | 11-07-1981 | 41.91 | Yes | Fulltime | 14 | 1920 | 1920 | 4783 | BU4 | No | Non-HiPO | 15225 | 23035 | 148 | 26586 | 52356 | 3188 | NaN |
| 4995 | 9144828 | Vishnu Last Name | Officer | 3 | F&B | Female | 04-07-2016 | 6.93 | 2140092 | 5 | 9742 | 16150 | 21850 | 15-07-1973 | 49.90 | Yes | Fulltime | 4 | 1920 | 1920 | 8768 | BU5 | Yes | Non-HiPO | 6385 | 11392 | 73 | 27086 | 58750 | 5845 | NaN |
| 4996 | 9144829 | Mireille Last Name | Executive | 5 | F&B | Female | 09-07-2016 | 6.92 | 2140092 | 2 | 53134 | 43350 | 58650 | 20-07-1975 | 47.89 | Yes | Fulltime | 0 | 1920 | 1920 | 47821 | BU6 | No | Non-HiPO | 7917 | 4057 | 150 | 61646 | 34344 | 31880 | NaN |
| 4997 | 9144830 | Vidurangani Last Name | Manger | 2 | F&B | Male | 09-07-2016 | 6.92 | 2140092 | 2 | 9565 | 9350 | 12650 | 18-07-1982 | 40.89 | Yes | Fulltime | 6 | 1920 | 1920 | 8609 | BU1 | No | Non-HiPO | 15017 | 5739 | 35 | 73384 | 63721 | 5739 | NaN |
| 4998 | 9144831 | George Last Name | Officer | 1 | F&B | Female | 16-07-2016 | 6.90 | 2140092 | 2 | 4783 | 5950 | 8050 | 26-07-1976 | 46.87 | Yes | Fulltime | 10 | 1920 | 1920 | 4305 | BU2 | No | Non-HiPO | 12182 | 23061 | 44 | 90642 | 55322 | 2870 | NaN |
| 4999 | 9144832 | Peter Last Name | Executive | 1 | F&B | Male | 16-07-2016 | 6.90 | 2140092 | 3 | 4783 | 5950 | 8050 | 23-07-1988 | 34.88 | Yes | Fulltime | 4 | 1920 | 1920 | 4305 | BU3 | Yes | Non-HiPO | 5406 | 18173 | 74 | 55963 | 30948 | 2870 | NaN |